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The role of renewable energy and natural resources for sustainable agriculture in ASEAN countries: Do carbon emissions and deforestation affect agriculture productivity?

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  • Chopra, Ritika
  • Magazzino, Cosimo
  • Shah, Muhammad Ibrahim
  • Sharma, Gagan Deep
  • Rao, Amar
  • Shahzad, Umer

Abstract

The adoption of Sustainable Development Goals (SDG) in 2015 shifted the attention towards sustainability-related concerns in both developing and developed counties. The aim of this paper is to examine how agricultural productivity – a key driver in achieving many of these SDGs – is affected by carbon emissions, deforestation, renewable energy consumption, natural resources, and regional integration for the ten Association of Southeast Asian Nations (ASEAN) countries. Using the Mean Group (MG) class estimators, able to tackle the cross-sectional dependence in the data, empirical findings reveal that environmental degradation (in the form of CO2 emissions) reduces agricultural productivity in the region. Both the forest area and natural resource variables negatively affect the productivity of the agricultural sector, while the use of renewable energy sources positively contributes to the agricultural sector. However, despite being one of the highest integrated regions in the world, regional integration among the ASEAN members does not boost their agricultural productivity. The causality tests confirm the existence of bidirectional causality between agricultural productivity and renewable energy consumption, and unidirectional causality across a few other variables. Accordingly, the study provides policy recommendations for the governments of ASEAN economies on improving the environmental performance of agriculture and achieving the SDGs by 2030.

Suggested Citation

  • Chopra, Ritika & Magazzino, Cosimo & Shah, Muhammad Ibrahim & Sharma, Gagan Deep & Rao, Amar & Shahzad, Umer, 2022. "The role of renewable energy and natural resources for sustainable agriculture in ASEAN countries: Do carbon emissions and deforestation affect agriculture productivity?," Resources Policy, Elsevier, vol. 76(C).
  • Handle: RePEc:eee:jrpoli:v:76:y:2022:i:c:s0301420722000290
    DOI: 10.1016/j.resourpol.2022.102578
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    as
    1. Cosimo Magazzino, 2014. "A Panel VAR Approach of the Relationship among Economic Growth, CO2 Emissions, and Energy Use in the ASEAN-6 Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 4(4), pages 546-553.
    2. Dorinet, Elizavetta & Jouvet, Pierre-André & Wolfersberger, Julien, 2021. "Is the agricultural sector cursed too? Evidence from Sub-Saharan Africa," World Development, Elsevier, vol. 140(C).
    3. Jianda Wang & Xiucheng Dong & Kangyin Dong, 2021. "How renewable energy reduces CO2 emissions? Decoupling and decomposition analysis for 25 countries along the Belt and Road," Applied Economics, Taylor & Francis Journals, vol. 53(40), pages 4597-4613, August.
    4. Joakim Westerlund & David L. Edgerton, 2008. "A Simple Test for Cointegration in Dependent Panels with Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(5), pages 665-704, October.
    5. Cosimo Magazzino & Marco Mele & Fabio Gaetano Santeramo, 2021. "Using an Artificial Neural Networks Experiment to Assess the Links among Financial Development and Growth in Agriculture," Sustainability, MDPI, vol. 13(5), pages 1-15, March.
    6. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    7. Danish & Recep Ulucak, 2020. "The pathway toward pollution mitigation: Does institutional quality make a difference?," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3571-3583, December.
    8. David Greenaway & Wyn Morgan & Peter Wright, 1999. "Exports, export composition and growth," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 8(1), pages 41-51.
    9. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    10. Marques, António Cardoso & Fuinhas, José Alberto, 2012. "Is renewable energy effective in promoting growth?," Energy Policy, Elsevier, vol. 46(C), pages 434-442.
    11. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    12. Zahoor Ahmed & Muhammad Mansoor Asghar & Muhammad Nasir Malik & Kishwar Nawaz, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Post-Print hal-03557938, HAL.
    13. Vural, Gulfer, 2020. "How do output, trade, renewable energy and non-renewable energy impact carbon emissions in selected Sub-Saharan African Countries?," Resources Policy, Elsevier, vol. 69(C).
    14. Destek, Mehmet & Sinha, Avik, 2020. "Renewable, non-renewable energy consumption, economic growth, trade openness and ecological footprint: Evidence from organisation for economic Co-operation and development countries," MPRA Paper 104246, University Library of Munich, Germany, revised 2020.
    15. Shekhar Mishra & Avik Sinha & Arshian Sharif & Norazah Mohd Suki, 2020. "Dynamic linkages between tourism, transportation, growth and carbon emission in the USA: evidence from partial and multiple wavelet coherence," Current Issues in Tourism, Taylor & Francis Journals, vol. 23(21), pages 2733-2755, November.
    16. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    17. Ben Jebli, Mehdi & Farhani, Sahbi & Guesmi, Khaled, 2020. "Renewable energy, CO2 emissions and value added: Empirical evidence from countries with different income levels," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 402-410.
    18. International Monetary Fund, 2010. "Cape Verde: 2010 Article IV Consultation and Request for a 15-Month Policy Support Instrument-Staff Report; Public Information Notice and Press Release on the Executive Board Discussion; and Statement," IMF Staff Country Reports 2010/349, International Monetary Fund.
    19. Mudakkar, Syeda Rabab & Zaman, Khalid & Khan, Muhammad Mushtaq & Ahmad, Mehboob, 2013. "Energy for economic growth, industrialization, environment and natural resources: Living with just enough," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 580-595.
    20. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    21. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    22. Takeshima, Hiroyuki & Joshi, Pramod Kumar, 2019. "Overview of the agricultural modernization in Southeast Asia:," IFPRI discussion papers 1819, International Food Policy Research Institute (IFPRI).
    23. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    24. Pao, Hsiao-Tien & Fu, Hsin-Chia, 2013. "Renewable energy, non-renewable energy and economic growth in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 381-392.
    25. Cosimo Magazzino & Gordon L. Brady, 2018. "The relationship among renewable energy, economic growth, labor and capital formation in Italy," RIVISTA DI STUDI SULLA SOSTENIBILITA', FrancoAngeli Editore, vol. 2018(1), pages 35-48.
    26. Balsalobre, Daniel & Sinha, Avik & Driha, Oana M. & Shujaat Mubarik, Muhammad, 2021. "Assessing the Impacts of Ageing and Natural Resource Extraction on Carbon Emissions: A proposed Policy Framework for European Economies," MPRA Paper 108159, University Library of Munich, Germany, revised 2021.
    27. Nobuo Imai & Takuya Furukawa & Riyou Tsujino & Shumpei Kitamura & Takakazu Yumoto, 2018. "Factors affecting forest area change in Southeast Asia during 1980-2010," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-14, May.
    28. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    29. Chimere O. Iheonu, 2019. "Governance and Domestic Investment in Africa," Working Papers 19/001, European Xtramile Centre of African Studies (EXCAS).
    30. Piotr Kułyk & Łukasz Augustowski, 2020. "Conditions of the Occurrence of the Environmental Kuznets Curve in Agricultural Production of Central and Eastern European Countries," Energies, MDPI, vol. 13(20), pages 1-22, October.
    31. Cerdeira Bento, João Paulo & Moutinho, Victor, 2016. "CO2 emissions, non-renewable and renewable electricity production, economic growth, and international trade in Italy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 142-155.
    32. Rizgar Abdlkarim Abdlaziz & N. A. M. Naseem & Ly Slesman, 2018. "Dutch Disease effect of Oil Price on Agriculture Sector: Evidence from Panel Cointegration of Oil Exporting Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 8(5), pages 241-250.
    33. Stijn Claessens, 2010. "The Financial Crisis," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 4(2), pages 177-196, May.
    34. Rahman, Mohammad Mafizur & Velayutham, Eswaran, 2020. "Renewable and non-renewable energy consumption-economic growth nexus: New evidence from South Asia," Renewable Energy, Elsevier, vol. 147(P1), pages 399-408.
    35. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    36. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    37. Muntasir Murshed, 2018. "Does Improvement in Trade Openness Facilitate Renewable Energy Transition? Evidence from Selected South Asian Economies," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 19(2), pages 151-170, September.
    38. Md Saidul Islam & Edson Kieu, 2020. "Tackling Regional Climate Change Impacts and Food Security Issues: A Critical Analysis across ASEAN, PIF, and SAARC," Sustainability, MDPI, vol. 12(3), pages 1-21, January.
    39. Hoang Phong Le & Ho Hoang Gia Bao, 2020. "Renewable and Nonrenewable Energy Consumption, Government Expenditure, Institution Quality, Financial Development, Trade Openness, and Sustainable Development in Latin America and Caribbean Emerging M," International Journal of Energy Economics and Policy, Econjournals, vol. 10(1), pages 242-248.
    40. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    41. Magazzino, Cosimo & Mele, Marco & Schneider, Nicolas, 2021. "A machine learning approach on the relationship among solar and wind energy production, coal consumption, GDP, and CO2 emissions," Renewable Energy, Elsevier, vol. 167(C), pages 99-115.
    42. Cristina Echevarria, 1998. "A Three-Factor Agricultural Production Function: The Case of Canada," International Economic Journal, Taylor & Francis Journals, vol. 12(3), pages 63-75.
    43. Stijn Claessens & Giovanni Dell’Ariccia & Deniz Igan & Luc Laeven, 2010. "Cross-country experiences and policy implications from the global financial crisis [From Great Depression to Great Credit Crisis: Similarities, differences and lessons]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 25(62), pages 267-293.
    44. Behera, Smruti Ranjan & Dash, Devi Prasad, 2017. "The effect of urbanization, energy consumption, and foreign direct investment on the carbon dioxide emission in the SSEA (South and Southeast Asian) region," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 96-106.
    45. Wee Chian Koh, 2017. "The effects of macroeconomic shocks on the Brunei economy: a sign restriction approach," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 22(3), pages 414-428, July.
    46. Sebil Olalekan Oshota Abdulazeez Adeniyi Badejo, 2014. "The Impact of Remittances on Economic Growth in Nigeria: an Error Correction Modeling Approach," Zagreb International Review of Economics and Business, Faculty of Economics and Business, University of Zagreb, vol. 17(2), pages 21-43, November.
    47. Magazzino, Cosimo & Mele, Marco & Schneider, Nicolas, 2021. "A D2C algorithm on the natural gas consumption and economic growth: Challenges faced by Germany and Japan," Energy, Elsevier, vol. 219(C).
    48. Ahmed, Zahoor & Asghar, Muhammad Mansoor & Malik, Muhammad Nasir & Nawaz, Kishwar, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Resources Policy, Elsevier, vol. 67(C).
    49. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    50. Waheed Ahmad & Tariq Majeed & Zubaria Andlib, 2020. "Tourism Led Growth Hypothesis: Empirical Evidence From Five South Asian Countries," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 9(1), pages 51-59, March.
    51. Liu, Xuyi & Zhang, Shun & Bae, Junghan, 2017. "The nexus of renewable energy-agriculture-environment in BRICS," Applied Energy, Elsevier, vol. 204(C), pages 489-496.
    52. Lee, Chien-Chiang & Chang, Chun-Ping, 2008. "Energy consumption and economic growth in Asian economies: A more comprehensive analysis using panel data," Resource and Energy Economics, Elsevier, vol. 30(1), pages 50-65, January.
    53. Shahbaz, Muhammad & Destek, Mehmet Akif & Dong, Kangyin & Jiao, Zhilun, 2021. "Time-varying impact of financial development on carbon emissions in G-7 countries: Evidence from the long history," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    54. Zhao, Jun & Shahbaz, Muhammad & Dong, Xiucheng & Dong, Kangyin, 2021. "How does financial risk affect global CO2 emissions? The role of technological innovation," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    55. Michler, Jeffrey D., 2020. "Agriculture in the process of development: A micro-perspective," World Development, Elsevier, vol. 129(C).
    56. George E. Halkos & Michael L. Polemis, 2017. "Does Financial Development Affect Environmental Degradation? Evidence from the OECD Countries," Business Strategy and the Environment, Wiley Blackwell, vol. 26(8), pages 1162-1180, December.
    57. Kangyin Dong & Xiucheng Dong & Qingzhe Jiang, 2020. "How renewable energy consumption lower global CO2 emissions? Evidence from countries with different income levels," The World Economy, Wiley Blackwell, vol. 43(6), pages 1665-1698, June.
    58. Cosimo Magazzino & Marco Mele & Giovanna Morelli, 2021. "The Relationship between Renewable Energy and Economic Growth in a Time of Covid-19: A Machine Learning Experiment on the Brazilian Economy," Sustainability, MDPI, vol. 13(3), pages 1-22, January.
    59. Ciccarelli, Carlo & Magazzino, Cosimo & Marcucci, Edoardo, 2021. "Early development of Italian railways and industrial growth: A regional analysis," Research in Transportation Economics, Elsevier, vol. 88(C).
    60. Ruzzante, Sacha & Labarta, Ricardo & Bilton, Amy, 2021. "Adoption of agricultural technology in the developing world: A meta-analysis of the empirical literature," World Development, Elsevier, vol. 146(C).
    61. Justas Streimikis & Zhuang Miao & Tomas Balezentis, 2021. "Creation of climate‐smart and energy‐efficient agriculture in the European Union: Pathways based on the frontier analysis," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 576-589, January.
    62. Lim, Steven & Teong, Lee Keat, 2010. "Recent trends, opportunities and challenges of biodiesel in Malaysia: An overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(3), pages 938-954, April.
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